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Power BI Semantic Modeling

porgithub·github· v1.0.0 · atualizado em 2026-04-10
85
Score

Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance.

power-bidata-modelingdaxsemantic-modelstar-schemadata-analysisbusiness-intelligence
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Documento do Skill

SKILL.mdpowerbi-modeling/workflow
### 1. Connect and Analyze First
Before providing any modeling guidance, always examine the current model state:
```
1. List connections: connection_operations(operation: "ListConnections")
2. If no connection, check for local instances: connection_operations(operation: "ListLocalInstances")
3. Connect to the model (Desktop or Fabric)
4. Get model overview: model_operations(operation: "Get")
5. List tables: table_operations(operation: "List")
6. List relationships: relationship_operations(operation: "List")
7. List measures: measure_operations(operation: "List")
```
### 2. Evaluate Model Health
After connecting, assess the model against best practices:
**Star Schema**: Are tables properly classified as dimension or fact?
**Relationships**: Correct cardinality? Minimal bidirectional filters?
**Naming**: Human-readable, consistent naming conventions?
**Documentation**: Do tables, columns, measures have descriptions?
**Measures**: Explicit measures for key calculations?
**Hidden Fields**: Are technical columns hidden from report view?
### 3. Provide Targeted Guidance
Based on analysis, guide improvements using references:
Star schema design: See [STAR-SCHEMA.md](references/STAR-SCHEMA.md)
Relationship configuration: See [RELATIONSHIPS.md](references/RELATIONSHIPS.md)
DAX measures and naming: See [MEASURES-DAX.md](references/MEASURES-DAX.md)
Performance optimization: See [PERFORMANCE.md](references/PERFORMANCE.md)
Row-level security: See [RLS.md](references/RLS.md)

Telemetria de Agentes

Execuções
0
total
Taxa de Sucesso
0%
últimos 30d
Latência Média
0.0s
p50
Alucinação
0.0%
detecção
Tokens Entrada
0
avg 0/exec
Tokens Saída
0
avg 0/exec

Uso por Plataforma

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Árvore do Skill

Power BI Semantic Modeling
powerbi-modeling
Fases Cognitivas6
1.SENSE
2.CONTEXTUALIZE
3.EVALUATE
4.RECOMMEND
5.ACT
6.REFLECT
Triggers10
create a measure in Power BIadd relationship in Power BIdesign a star schemaoptimize Power BI modelwrite a DAX formulaimplement RLS in Power BIsuggest naming convention for Power BIimprove model documentationexplain cardinality in Power BIconfigure cross-filter direction

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Score Breakdown

⭐Avaliação Humana0%
🤖Sucesso de Agentes0%
🕐Atualidade100%
🔗Saúde de Dependências100%
🕸️Centralidade no Grafo0%
🛡️Segurança49%
CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download powerbi-modeling
$ synaptic skills detail powerbi-modeling
$ synaptic skills live powerbi-modeling

Links

GitHub Repository